Seizure detection of newborn EEG using a model based approach: a review of performance

QSpace/Manakin Repository

Seizure detection of newborn EEG using a model based approach: a review of performance

Show simple item record


dc.contributor.author Ryan, N
dc.contributor.author Mesbah, M
dc.contributor.author Boashash, B
dc.date.accessioned 2012-06-20T05:38:37Z
dc.date.available 2012-06-20T05:38:37Z
dc.date.issued 1999
dc.identifier.citation N. Ryan, M. Mesbah, and B. Boashash, "Seizure detection of newborn EEG using a model based approach: a review of performance," in Proc. of the Fifth International Symposium on Signal Processing and Its Applications (ISSPA), 1999, Brisbane, Australia, vol.1, pp. 243-246 en_US
dc.identifier.uri http://dx.doi.org/10.1109/ISSPA.1999.818158
dc.identifier.uri http://hdl.handle.net/10576/10867
dc.description.abstract This investigation looks into previous work performed by Roessgen et al. (1998) on the modelling of neonatal electroencephalogram (EEG) seizure signals and the utilization of parameter estimation as a means of seizure detection. The aim is to make precise a number of important results and to provide further details on several aspects of the previous publication. Upon reimplementation of the proposed method for experimental purposes a number of errors in the previously published equations were found. In particular it was found that the Power Spectral Density (PSD) equation for the Seizure EEG Model (SEM) proposed by Roessgen et al. was published incorrectly. A number of errors were also found in the derivation of the PSD for the random seizure input waveform. Besides this, the parametrisation of the SEM is redefined to ensure mathematical correctness. It is hoped that these improvements and appropriate additional comments will enhance the validity and reproducibility of the method. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.title Seizure detection of newborn EEG using a model based approach: a review of performance en_US
dc.type Article en_US

Files in this item

Files Size Format View
Boashash-Ryan-e ... wborn-EEG-model-review.pdf 390.5Kb PDF View/Open

This item appears in the following Collection(s)

Show simple item record

Search QSpace


Advanced Search

Browse

My Account